refactor(ai): OCR sidecar canonical naming cleanup — typhoon→np-dms, remove hardcoded keys, asyncio.to_thread, ADR-040/041
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# Specification Quality Checklist: Single-Host Server Consolidation
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**Purpose**: Validate specification completeness and quality before proceeding to planning
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**Created**: 2026-06-20
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**Feature**: [spec.md](../spec.md)
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## Content Quality
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- [x] No implementation details (languages, frameworks, APIs) — spec focuses on operational outcomes
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- [x] Focused on user value and business needs — admin/ops workflows clearly defined
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- [x] Written for non-technical stakeholders — user stories describe journeys, not code
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- [x] All mandatory sections completed — User Scenarios, Requirements, Success Criteria all filled
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## Requirement Completeness
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- [x] No [NEEDS CLARIFICATION] markers remain — all requirements have clear definitions
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- [x] Requirements are testable and unambiguous — each FR has measurable acceptance criteria
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- [x] Success criteria are measurable — SC-001 through SC-010 have specific metrics
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- [x] Success criteria are technology-agnostic — focus on outcomes (parity, latency, uptime) not tools
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- [x] All acceptance scenarios are defined — 5 user stories with Given/When/Then scenarios
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- [x] Edge cases are identified — 7 edge cases covering GPU OOM, RAM, CIFS, SPOF, network, migration failures
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- [x] Scope is clearly bounded — includes provisioning, migration, cutover, security, decommission
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- [x] Dependencies and assumptions identified — 7 assumptions documented
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## Feature Readiness
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- [x] All functional requirements have clear acceptance criteria — FR-001 through FR-015 mapped to user stories
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- [x] User scenarios cover primary flows — P1 (provision) → P2 (migrate) → P3 (cutover) → P4 (security) → P5 (decommission)
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- [x] Feature meets measurable outcomes defined in Success Criteria — 10 measurable outcomes
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- [x] No implementation details leak into specification — Docker/tech names are inherent to infra spec but kept at architecture level
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## Notes
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- This is an infrastructure specification based on ADR-041; some technical terms (Docker, CIFS, VRAM) are inherent to the domain
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- ADR-040 (OCR Sidecar Refactor) is a hard dependency for FR-008 (remove X-API-Key) and FR-009 (GPU VRAM management)
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- Spec is ready for `/speckit-clarify` or `/speckit-plan`
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